Lead technical design and architecture for serverless personalization backend services. Build cloud-native APIs with TypeScript/Node.js on AWS Lambda/API Gateway, design Step Functions workflows, work with NoSQL and search systems, define backend standards, improve observability and reliability, mentor engineers, and drive migrations and modernization.